Ding, Shuxin Chen, Chen Zhang, Qi Xin, Bin Pardalos, Panos M. (uni Of Florida, Usa) Metaheuristics for resource deployment under uncertainty in complex systems 9781032065205

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Автор: Ding, Shuxin Chen, Chen Zhang, Qi Xin, Bin Pardalos, Panos M. (uni Of Florida, Usa)
Название: Metaheuristics for resource deployment under uncertainty in complex systems
ISBN: 9781032065205
Издательство: Taylor&Francis
Классификация:

Оптимизация

Инженерное дело: Общие вопросы

Электротехническое машиностроение

Производство и распределение электроэнергии

Техника автоматического регулирования

Нейронные сети и нечеткие системы

ISBN-10: 1032065206
Обложка/Формат: Hardcover
Страницы: 192
Вес: 0.46 кг.
Дата издания: 30.09.2021
Язык: English
Иллюстрации: 38 tables, black and white; 42 line drawings, black and white; 2 halftones, black and white; 44 illustrations, black and white
Размер: 23.39 x 15.60 x 1.27 cm
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Поставляется из: Европейский союз
Описание: Metaheuristics for Resource Deployment under Uncertainty in Complex Systems analyzes how to set locations for the deployment of resources to incur the best performance at the lowest cost. Resources can be static nodes and moving nodes while services for a specific area or for customers can be provided. Theories of modeling and solution techniques are used with uncertainty taken into account and real-world applications used.The authors present modeling and metaheuristics for solving resource deployment problems under uncertainty while the models deployed are related to stochastic programming, robust optimization, fuzzy programming, risk management, and single/multi-objective optimization. The resources are heterogeneous and can be sensors and actuators providing different tasks. Both separate and cooperative coverage of the resources are analyzed. Previous research has generally dealt with one type of resource and considers static and deterministic problems, so the book breaks new ground in its analysis of cooperative coverage with heterogeneous resources and the uncertain and dynamic properties of these resources using metaheuristics.This book will help researchers, professionals, academics, and graduate students in related areas to better understand the theory and application of resource deployment problems and theories of uncertainty, including problem formulations, assumptions, and solution methods.
Дополнительное описание: 1. Introduction2. Stochastic Node Deployment for Area Coverage Problem3. Stochastic Dynamic Node Deployment for Target Coverage Problem4. Robust Node Deployment for Cooperative Coverage Problem5. Fuzzy Node Deployment for Cooperative Coverage Problem6. Si

Metaheuristics for resource deployment under uncertainty in complex systems, Ding, Shuxin Chen, Chen Zhang, Qi Xin, Bin Pardalos, Panos M. (uni Of Florida, Usa)